The agent successfully gathered enough information to explain OHM-MCP's core purpose, audience, and free/open-source pricing model. However, the site's direct navigation failed initially, forcing reliance on search results and the GitHub repository to answer most questions—the main site provided overview but lacked detailed comparisons and use cases.

• ›The primary domain (ohm-mcp.dev/) was not directly accessible on first attempt (ECONNREFUSED), forcing the agent to rely entirely on web search and external sources (GitHub, third-party MCP marketplaces) for 75% of its information.
• ›The site's own landing page [5] and docs [7] provided high-level positioning ('AST-first refactoring server', five core pillars, integration points) but did not articulate pricing, competitive positioning, or specific tool counts—those came from search results and GitHub.
• ›Pricing information was completely absent from the site's own pages; the free/MIT license status was only confirmed by fetching the GitHub repository [9], which also provided the only explicit comparison table with 'Traditional Tools.'
• ›The site does not name specific competitors or reference tools it compares against; the agent inferred comparisons might exist but had to acknowledge them as gaps rather than site-stated differentiators.
• ›The agent succeeded by synthesizing fragments: the site explained 'what' and 'who', search results explained 'how it differs', and GitHub explained 'pricing and license'—no single source contained all four pillars of the task.